{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Caveat with Lazy Iterators"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We have to be careful when working with context managers and lazy iterators.\n",
    "\n",
    "Consider this example where we want to create a generator from a file:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import csv\n",
    "\n",
    "def read_data():\n",
    "    with open('nyc_parking_tickets_extract.csv') as f:\n",
    "        return csv.reader(f, delimiter=',', quotechar='\"')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "I/O operation on closed file.",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-6-0236a039d6ed>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[1;32mfor\u001b[0m \u001b[0mrow\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mread_data\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      2\u001b[0m     \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mrow\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mValueError\u001b[0m: I/O operation on closed file."
     ]
    }
   ],
   "source": [
    "for row in read_data():\n",
    "    print(row)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As you can see, `read_data` returns a lazy iterator (`csv.reader`), but by the time we iterate over it, the `with` context that opened the file was exited, and the file was closed!"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We have two possible solutions here:"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The first one is not very desirable since it involves reading the entire file into memory by iterating the file and putting it into a list before we exit the `with` block:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Summons Number', 'Plate ID', 'Registration State', 'Plate Type', 'Issue Date', 'Violation Code', 'Vehicle Body Type', 'Vehicle Make', 'Violation Description']\n",
      "['4006478550', 'VAD7274', 'VA', 'PAS', '10/5/2016', '5', '4D', 'BMW', 'BUS LANE VIOLATION']\n",
      "['4006462396', '22834JK', 'NY', 'COM', '9/30/2016', '5', 'VAN', 'CHEVR', 'BUS LANE VIOLATION']\n",
      "['4007117810', '21791MG', 'NY', 'COM', '4/10/2017', '5', 'VAN', 'DODGE', 'BUS LANE VIOLATION']\n",
      "['4006265037', 'FZX9232', 'NY', 'PAS', '8/23/2016', '5', 'SUBN', 'FORD', 'BUS LANE VIOLATION']\n",
      "['4006535600', 'N203399C', 'NY', 'OMT', '10/19/2016', '5', 'SUBN', 'FORD', 'BUS LANE VIOLATION']\n",
      "['4007156700', '92163MG', 'NY', 'COM', '4/13/2017', '5', 'VAN', 'FRUEH', 'BUS LANE VIOLATION']\n",
      "['4006687989', 'MIQ600', 'SC', 'PAS', '11/21/2016', '5', 'VN', 'HONDA', 'BUS LANE VIOLATION']\n",
      "['4006943052', '2AE3984', 'MD', 'PAS', '2/1/2017', '5', 'SW', 'LINCO', 'BUS LANE VIOLATION']\n",
      "['4007306795', 'HLG4926', 'NY', 'PAS', '5/30/2017', '5', 'SUBN', 'TOYOT', 'BUS LANE VIOLATION']\n",
      "['4007124590', 'T715907C', 'NY', 'OMT', '4/3/2017', '5', 'SUBN', 'TOYOT', 'BUS LANE VIOLATION']\n",
      "['5096061966', 'HRC9475', 'NY', 'PAS', '4/18/2017', '7', 'SUBN', 'CADIL', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094070400', 'DYP8042', 'NY', 'PAS', '10/26/2016', '7', 'SUBN', 'CHEVR', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094906770', 'G30ESY', 'NJ', 'PAS', '1/1/2017', '7', 'WAGO', 'CHRYS', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093319363', 'GGT8868', 'NY', 'PAS', '9/6/2016', '7', 'SUBN', 'CHRYS', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5092638849', '107DDD', 'NY', 'SPO', '7/20/2016', '7', 'SUBN', 'DODGE', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093455337', 'ENQT55', 'FL', 'PAS', '9/12/2016', '7', 'VN', 'DODGE', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094961366', 'GSU4156', 'OH', 'PAS', '1/7/2017', '7', '4S', 'DODGE', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5092906534', 'V84FXV', 'NJ', 'PAS', '8/7/2016', '7', 'WAGO', 'FIR', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093620865', 'AD80228', 'AZ', 'PAS', '9/24/2016', '7', 'TK', 'FORD', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5092733548', 'EVX4041', 'NY', 'PAS', '7/26/2016', '7', 'SUBN', 'FORD', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5095995530', 'EMK5934', 'NY', 'PAS', '4/13/2017', '7', 'VAN', 'GMC', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5092750364', 'DPH8955', 'NY', 'PAS', '7/27/2016', '7', 'SUBN', 'HONDA', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094658001', 'GCF1897', 'NY', 'PAS', '12/10/2016', '7', '4DSD', 'HONDA', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5092833786', 'HCS9434', 'NY', 'PAS', '8/3/2016', '7', 'SUBN', 'HONDA', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5096484040', 'HHS1641', 'NY', 'PAS', '5/17/2017', '7', 'SUBN', 'HONDA', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5095797586', 'KHE1889', 'PA', 'PAS', '3/28/2017', '7', 'SDN', 'HONDA', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5095799807', 'VES2440', 'VA', 'PAS', '3/29/2017', '7', 'VAN', 'HONDA', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093533919', 'CYU4598', 'NY', 'PAS', '9/16/2016', '7', 'SUBN', 'HYUND', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093399735', 'DZGT24', 'FL', 'PAS', '9/4/2016', '7', 'UT', 'HYUND', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094058873', 'GRN3101', 'NY', 'PAS', '10/29/2016', '7', '4DSD', 'HYUND', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094770986', 'T668962C', 'NY', 'OMT', '12/19/2016', '7', '4DSD', 'HYUND', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093895611', 'GVZ1407', 'NY', 'PAS', '10/14/2016', '7', '4DSD', 'JAGUA', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094185792', 'AGM9013', 'NY', 'PAS', '11/4/2016', '7', 'SUBN', 'JEEP', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5092708219', 'F47DZF', 'NJ', 'PAS', '7/24/2016', '7', '4 DR', 'JEEP', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094759954', 'GLB8157', 'NY', 'PAS', '12/19/2016', '7', 'SUBN', 'JEEP', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093891046', 'FJS4033', 'NY', 'PAS', '10/14/2016', '7', '4DSD', 'LEXUS', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093527853', 'GYM9809', 'NY', 'PAS', '9/21/2016', '7', '4DSD', 'LEXUS', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5096683886', 'HCS4873', 'NY', 'PAS', '5/18/2017', '7', '4DSD', 'LEXUS', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5096917368', 'FZD8593', 'NY', 'PAS', '6/13/2017', '7', 'SUBN', 'ME/BE', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094893737', 'GER1584', 'NY', 'PAS', '12/31/2016', '7', '4DSD', 'ME/BE', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5096249300', 'HEM8411', 'NY', 'PAS', '5/1/2017', '7', '4DSD', 'ME/BE', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5096958772', '165TRX', 'CT', 'PAS', '6/16/2017', '7', '4W', 'MERCU', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093703217', 'HFG4313', 'NY', 'PAS', '9/30/2016', '7', '4DSD', 'MITSU', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094670736', 'AXU4790', 'NY', 'PAS', '12/11/2016', '7', '4DSD', 'NISSA', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094094166', 'CZM4111', 'NY', 'PAS', '10/28/2016', '7', '4DSD', 'TOYOT', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5096723768', 'EDN2797', 'NY', 'PAS', '6/2/2017', '7', '4DSD', 'TOYOT', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093209120', 'FZT5005', 'NY', 'PAS', '8/28/2016', '7', '4DSD', 'TOYOT', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5092469481', 'GZH7067', 'NY', 'PAS', '7/10/2016', '7', 'SUBN', 'TOYOT', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5092451658', 'GZH7067', 'NY', 'PAS', '7/8/2016', '7', 'SUBN', 'TOYOT', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5095356545', 'GZM8254', 'NY', 'OMS', '2/18/2017', '7', 'SUBN', 'TOYOT', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['8410006650', 'D53AUUN', 'NJ', 'PAS', '10/21/2016', '9', '4DSD', 'LEXUS', '09-Blocking the Box']\n",
      "['8534116519', 'CES6482', 'NY', 'PAS', '6/12/2017', '9', 'SUBN', 'TOYOT', '09-Blocking the Box']\n",
      "['8485674984', 'T713160C', 'NY', 'OMT', '6/13/2017', '9', 'SUBN', 'TOYOT', '09-Blocking the Box']\n",
      "['8556557405', '59622JW', 'NY', 'COM', '6/9/2017', '10', 'VAN', 'FORD', '10-No Stopping']\n",
      "['8071038416', 'AM479F', 'NJ', 'PAS', '7/7/2016', '10', 'DELV', 'FRUEH', '10-No Stopping']\n",
      "['8483087236', '76822MH', 'NY', 'COM', '5/19/2017', '10', 'DELV', 'HIN', '10-No Stopping']\n",
      "['8481125088', '55179ME', 'NY', 'COM', '4/10/2017', '10', 'DELV', 'NS/OT', '10-No Stopping']\n",
      "['8506822300', '55106MB', 'NY', 'COM', '5/31/2017', '10', 'VAN', 'WORKH', '10-No Stopping']\n",
      "['8482331425', '86609MB', 'NY', 'COM', '6/18/2017', '13', 'VAN', 'CHEVR', '13-No Stand (taxi stand)']\n",
      "['8028246722', 'T703619C', 'NY', 'OMT', '9/15/2016', '13', 'SUBN', 'CHEVR', '13-No Stand (taxi stand)']\n",
      "['8378547530', 'FWZ8815', 'NY', 'PAS', '1/11/2017', '14', '2DSD', 'ACURA', '14-No Standing']\n",
      "['8489750210', '6DQT356', 'CA', 'PAS', '11/28/2016', '14', '4DSD', 'AUDI', '14-No Standing']\n",
      "['1410726095', 'DEP4792', 'NC', 'PAS', '7/15/2016', '14', '', 'BMW', '']\n",
      "['8421031235', 'GGA4266', 'NY', 'PAS', '10/18/2016', '14', '4DSD', 'BMW', '14-No Standing']\n",
      "['7730553259', 'DLZ8901', 'NY', 'PAS', '9/26/2016', '14', 'SUBN', 'CHEVR', '14-No Standing']\n",
      "['8498520046', 'HKF6916', 'NY', 'PAS', '4/27/2017', '14', 'SUBN', 'CHEVR', '14-No Standing']\n",
      "['8537807813', 'HNF6718', 'NY', 'PAS', '4/21/2017', '14', 'SUBN', 'CHEVR', '14-No Standing']\n",
      "['8083571465', 'KCG9559', 'PA', 'PAS', '12/22/2016', '14', 'SUBN', 'CHEVR', '14-No Standing']\n",
      "['7536689184', 'ZCL5723', 'PA', 'PAS', '1/26/2017', '14', 'VAN', 'CHEVR', '14-No Standing']\n",
      "['8480505680', 'HCT2134', 'NY', 'PAS', '1/18/2017', '14', 'SUBN', 'CHRYS', '14-No Standing']\n",
      "['8481973580', '28693MH', 'NY', 'COM', '6/13/2017', '14', 'VAN', 'DODGE', '14-No Standing']\n",
      "['8460500214', '30408MC', 'NY', 'COM', '8/4/2016', '14', 'PICK', 'DODGE', '14-No Standing']\n",
      "['8482817036', '50501JT', 'NY', 'COM', '4/11/2017', '14', 'VAN', 'DODGE', '14-No Standing']\n",
      "['8117027999', '83317ME', 'NY', 'COM', '9/27/2016', '14', 'VAN', 'DODGE', '14-No Standing']\n",
      "['8488121532', 'FLX2674', 'NY', 'PAS', '4/5/2017', '14', '2DSD', 'DODGE', '14-No Standing']\n",
      "['8543952980', 'FSZ8671', 'NY', 'PAS', '4/21/2017', '14', 'SUBN', 'DODGE', '14-No Standing']\n",
      "['8501806912', 'KGP1166', 'PA', 'PAS', '6/4/2017', '14', 'VAN', 'DODGE', '14-No Standing']\n",
      "['8107542976', '11AH74', 'MA', 'PAS', '1/29/2017', '14', '4DSD', 'FORD', '14-No Standing']\n",
      "['8564650320', '29222MK', 'NY', 'COM', '5/5/2017', '14', 'VAN', 'FORD', '14-No Standing']\n",
      "['8010367576', '30661MA', 'NY', 'COM', '12/22/2016', '14', 'VAN', 'FORD', '14-No Standing']\n",
      "['8505159536', '41795JX', 'NY', 'COM', '3/9/2017', '14', 'VAN', 'FORD', '14-No Standing']\n",
      "['7813887440', '44267JZ', 'NY', 'COM', '8/12/2016', '14', 'VAN', 'FORD', '14-No Standing']\n",
      "['8440509546', '49317JX', 'NY', 'COM', '10/29/2016', '14', 'VAN', 'FORD', '14-No Standing']\n",
      "['1408575656', '6XWZ969', 'CA', 'PAS', '7/6/2016', '14', 'SDN', 'FORD', '']\n",
      "['8516853275', '72100MH', 'NY', 'COM', '4/12/2017', '14', 'VAN', 'FORD', '14-No Standing']\n",
      "['7059924103', '91878MB', 'NY', 'COM', '10/12/2016', '14', 'VAN', 'FORD', '14-No Standing']\n",
      "['8170085561', 'ENM3708', 'NY', 'PAS', '2/10/2017', '14', 'SUBN', 'FORD', '14-No Standing']\n",
      "['8527511113', 'F70GEP', 'NJ', 'PAS', '5/1/2017', '14', 'SUBN', 'FORD', '14-No Standing']\n",
      "['8511453696', 'FSY6987', 'NY', 'PAS', '3/13/2017', '14', 'SUBN', 'FORD', '14-No Standing']\n",
      "['1413745933', 'HCC2829', 'NY', 'PAS', '8/22/2016', '14', 'VAN', 'FORD', '']\n",
      "['8484882226', 'S25DSK', 'NJ', 'PAS', '6/8/2017', '14', 'PICK', 'FORD', '14-No Standing']\n",
      "['8524054499', 'ZRK24R', 'NJ', 'PAS', '3/18/2017', '14', 'SUBN', 'FORD', '14-No Standing']\n",
      "['1423945281', '2240653', 'IN', 'PAS', '5/13/2017', '14', '', 'FRUEH', '']\n",
      "['8577650820', '10632JU', 'NY', 'COM', '6/20/2017', '14', 'UTIL', 'FRUEH', '14-No Standing']\n",
      "['7056662882', '83038ME', 'NY', 'COM', '9/21/2016', '14', 'VAN', 'FRUEH', '14-No Standing']\n",
      "['8324025510', '83146ME', 'NY', 'COM', '10/27/2016', '14', 'VAN', 'FRUEH', '14-No Standing']\n",
      "['8286541110', '85846MD', 'NY', 'COM', '10/25/2016', '14', 'VAN', 'FRUEH', '14-No Standing']\n",
      "['8270548250', '91028MJ', 'NY', 'COM', '12/13/2016', '14', 'DELV', 'FRUEH', '14-No Standing']\n",
      "['8480520395', '99886MC', 'NY', 'COM', '6/19/2017', '14', 'VAN', 'FRUEH', '14-No Standing']\n",
      "['8496410791', 'AP338E', 'NJ', 'PAS', '5/17/2017', '14', 'TRAC', 'FRUEH', '14-No Standing']\n",
      "['8530950458', 'HAY5880', 'NY', 'PAS', '4/8/2017', '14', 'SUBN', 'GMC', '14-No Standing']\n",
      "['8552003569', 'XJ275S', 'NJ', 'PAS', '4/25/2017', '14', 'PICK', 'GMC', '14-No Standing']\n",
      "['8536010903', '25472MG', 'NY', 'COM', '6/16/2017', '14', 'REFG', 'HIN', '14-No Standing']\n",
      "['8508953549', 'XDLS80', 'NJ', 'PAS', '2/1/2017', '14', 'DELV', 'HIN', '14-No Standing']\n",
      "['7191990831', 'AA00234', 'CT', 'PAS', '7/2/2016', '14', 'SUBN', 'HONDA', '14-No Standing']\n",
      "['8519503676', 'FCX7311', 'NY', 'PAS', '3/20/2017', '14', 'SUBN', 'HONDA', '14-No Standing']\n",
      "['1418739704', 'GJK5307', 'NY', 'PAS', '4/9/2017', '14', 'SDN', 'HONDA', '']\n",
      "['7994359840', 'GNG1097', 'TX', 'PAS', '7/15/2016', '14', 'SUBN', 'HONDA', '14-No Standing']\n",
      "['1414856374', 'HLE9929', 'NY', 'PAS', '4/13/2017', '14', 'SUBN', 'HONDA', '']\n",
      "['8474909971', 'S938464', 'IA', 'PAS', '1/9/2017', '14', 'SUBN', 'HONDA', '14-No Standing']\n",
      "['1416903379', 'CRM6911', 'NY', 'PAS', '12/16/2016', '14', 'SDN', 'HYUND', '']\n",
      "['8340512559', 'CZB9676', 'NY', 'PAS', '8/23/2016', '14', '2DSD', 'HYUND', '14-No Standing']\n",
      "['8497566683', '17596JE', 'NY', 'COM', '6/16/2017', '14', 'DELV', 'INTER', '14-No Standing']\n",
      "['8517821075', '32295MA', 'NY', 'COM', '6/27/2017', '14', 'DELV', 'INTER', '14-No Standing']\n",
      "['1418035762', '62935JM', 'NY', 'COM', '1/24/2017', '14', 'DELV', 'INTER', '']\n",
      "['8482055392', '92638JU', 'NY', 'COM', '1/25/2017', '14', 'VAN', 'INTER', '14-No Standing']\n",
      "['8506706490', 'AP166T', 'NJ', 'PAS', '2/20/2017', '14', 'DELV', 'INTER', '14-No Standing']\n",
      "['8473761297', '33049MJ', 'NY', 'COM', '2/1/2017', '14', 'DELV', 'ISUZU', '14-No Standing']\n",
      "['8484877693', 'XBYG52', 'NJ', 'PAS', '5/12/2017', '14', 'VAN', 'ISUZU', '14-No Standing']\n",
      "['8152046917', 'VFW9441', 'VA', 'PAS', '8/14/2016', '14', 'SUBN', 'JEEP', '14-No Standing']\n",
      "['8503265503', '23800TC', 'NY', 'TRC', '3/28/2017', '14', 'TRAC', 'KENWO', '14-No Standing']\n",
      "['8489721312', '49734MA', 'NY', 'COM', '4/4/2017', '14', 'DELV', 'KENWO', '14-No Standing']\n",
      "['8464532088', 'HJR5750', 'NY', 'PAS', '2/3/2017', '14', 'SUBN', 'KIA', '14-No Standing']\n",
      "['8488825948', 'HAU1278', 'NY', 'PAS', '3/31/2017', '14', 'SUBN', 'LEXUS', '14-No Standing']\n",
      "['8559362496', 'HLW7798', 'NY', 'PAS', '6/13/2017', '14', '4DSD', 'LEXUS', '14-No Standing']\n",
      "['8478353860', 'VUE95C', 'NJ', 'PAS', '12/6/2016', '14', '4DSD', 'LEXUS', '14-No Standing']\n",
      "['8518911631', 'ZD53LE', 'NJ', 'PAS', '5/17/2017', '14', 'SUBN', 'LEXUS', '14-No Standing']\n",
      "['1416091415', '75213MH', 'NY', 'COM', '11/28/2016', '14', 'VAN', 'ME/BE', '']\n",
      "['8482374059', 'F96FBF', 'NJ', 'PAS', '4/23/2017', '14', '4DSD', 'ME/BE', '14-No Standing']\n",
      "['8544960947', 'HMX8950', 'NY', 'PAS', '5/27/2017', '14', '4DSD', 'ME/BE', '14-No Standing']\n",
      "['1418609274', '8P82H', 'NY', 'OMT', '12/21/2016', '14', 'TAXI', 'NISSA', '']\n",
      "['1417565895', 'HEB8184', 'NY', 'PAS', '2/11/2017', '14', 'SDN', 'NISSA', '']\n",
      "['8155550278', 'W56GSE', 'NJ', 'PAS', '10/22/2016', '14', '4DSD', 'NISSA', '14-No Standing']\n",
      "['7433187960', '2330830', 'ME', 'PAS', '3/6/2017', '14', 'TRLR', 'NS/OT', '14-No Standing']\n",
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      "['8498015157', '69975MJ', 'NY', 'COM', '6/13/2017', '47', 'DELV', 'INTER', '47-Double PKG-Midtown']\n",
      "['7880363683', 'PAL7145', 'MN', 'PAS', '9/26/2016', '47', 'DELV', 'INTER', '47-Double PKG-Midtown']\n",
      "['7924516268', '34555MD', 'NY', 'COM', '11/9/2016', '47', 'REFG', 'ISUZU', '47-Double PKG-Midtown']\n",
      "['8477312801', '73441MG', 'NY', 'COM', '4/1/2017', '47', 'DELV', 'ISUZU', '47-Double PKG-Midtown']\n",
      "['8371503842', '13041MJ', 'NY', 'COM', '7/8/2016', '47', 'DELV', 'KENWO', '47-Double PKG-Midtown']\n",
      "['8371503647', '14224MJ', 'NY', 'COM', '7/7/2016', '47', 'DELV', 'ME/BE', '47-Double PKG-Midtown']\n",
      "['8497957076', '55507JZ', 'NY', 'COM', '3/20/2017', '47', 'DELV', 'MITSU', '47-Double PKG-Midtown']\n",
      "['8478629828', '66623ME', 'NY', 'COM', '6/14/2017', '47', 'REFG', 'MITSU', '47-Double PKG-Midtown']\n",
      "['8120016294', '68218MG', 'NY', 'COM', '12/13/2016', '47', 'VAN', 'NS/OT', '47-Double PKG-Midtown']\n",
      "['1413231070', '28606MH', 'NY', 'COM', '8/19/2016', '48', 'VAN', 'FORD', '']\n",
      "['8523502270', '41990JX', 'NY', 'COM', '3/3/2017', '48', 'VAN', 'FORD', '48-Bike Lane']\n",
      "['8485655590', 'OYA8199', 'NJ', 'PAS', '2/16/2017', '48', 'BUS', 'FORD', '48-Bike Lane']\n",
      "['1420960260', '66604MB', 'NY', 'COM', '5/11/2017', '48', 'VAN', 'GMCQ', '']\n",
      "['8377006390', 'GCR2084', 'NY', 'PAS', '7/19/2016', '48', '4DSD', 'HONDA', '48-Bike Lane']\n",
      "['7577859382', 'GRH9256', 'NY', 'PAS', '12/2/2016', '48', '4DSD', 'HONDA', '48-Bike Lane']\n",
      "['8122530205', '95139JC', 'NY', 'COM', '1/5/2017', '48', 'DELV', 'INTER', '48-Bike Lane']\n",
      "['8254538943', '390HRH', 'OR', 'PAS', '9/2/2016', '50', 'SUBN', 'FORD', '50-Crosswalk']\n",
      "['8518670070', '96170MA', 'NY', 'COM', '6/5/2017', '50', 'VAN', 'FRUEH', '50-Crosswalk']\n",
      "['1410899070', 'GWG5875', 'NY', 'PAS', '11/1/2016', '50', 'SDN', 'HONDA', '']\n",
      "['1413790264', 'JFE0579', 'PA', 'PAS', '9/10/2016', '50', 'SDN', 'HONDA', '']\n",
      "['1414785495', 'FJL6037', 'NY', 'PAS', '8/17/2016', '50', 'SDN', 'HYUND', '']\n",
      "['7809507916', '34719MG', 'NY', 'COM', '12/8/2016', '50', 'DELV', 'INTER', '50-Crosswalk']\n",
      "['7499593060', 'XBYW36', 'NJ', 'PAS', '7/22/2016', '50', 'DELV', 'ISUZU', '50-Crosswalk']\n",
      "['8466021980', 'GSC6098', 'NY', 'PAS', '12/27/2016', '50', '4DSD', 'NISSA', '50-Crosswalk']\n",
      "['8543401689', 'HCP8932', 'NY', 'PAS', '4/18/2017', '50', '4DSD', 'NISSA', '50-Crosswalk']\n",
      "['8162015656', 'GSS803', 'VT', 'PAS', '9/1/2016', '50', '4DSD', 'TOYOT', '50-Crosswalk']\n",
      "['8526919210', 'GZD7447', 'NY', 'PAS', '4/12/2017', '50', '4DSD', 'TOYOT', '50-Crosswalk']\n",
      "['8506053195', '25868MB', 'NY', 'COM', '1/25/2017', '51', 'VAN', 'FORD', '51-Sidewalk']\n",
      "['8520767310', 'GHN6806', 'NY', 'PAS', '5/26/2017', '51', 'SUBN', 'SAAB', '51-Sidewalk']\n",
      "['7079854404', 'T656205C', 'NY', 'OMT', '1/28/2017', '51', '4DSD', 'TOYOT', '51-Sidewalk']\n",
      "['1421055820', 'GAR2279', 'NY', 'PAS', '6/10/2017', '52', 'SDN', 'FORD', '']\n",
      "['7085899554', 'GUZ4334', 'NY', 'PAS', '10/13/2016', '53', 'SUBN', 'ACURA', '53-Safety Zone']\n",
      "['8478553514', 'XCMA58', 'NJ', 'PAS', '12/15/2016', '53', 'DELV', 'HINO', '53-Safety Zone']\n",
      "['8546101425', 'DF932Z', 'NY', 'PAS', '4/10/2017', '53', 'SUBN', 'LEXUS', '53-Safety Zone']\n",
      "['7007488663', 'VFP7291', 'VA', 'PAS', '3/2/2017', '53', '4DSD', 'ME/BE', '53-Safety Zone']\n",
      "['1402409825', '869ZR9', 'MA', '999', '10/15/2016', '53', 'SUBN', 'SATUR', '']\n",
      "['8506603031', '2383103', 'IN', 'PAS', '2/1/2017', '53', 'TRAC', 'VOLVO', '53-Safety Zone']\n",
      "['8480309064', '51771JW', 'NY', 'COM', '1/26/2017', '64', 'VAN', 'INTER', '64-No STD Ex Con/DPL, D/S Dec']\n",
      "['8162054819', 'EW866X', 'NJ', 'PAS', '1/29/2017', '68', '4DSD', 'NISSA', '68-Not Pkg. Comp. w Psted Sign']\n",
      "['8343032536', '4CMH482', 'CA', 'PAS', '10/3/2016', '68', 'SUBN', 'SUBAR', '68-Not Pkg. Comp. w Psted Sign']\n",
      "['8084034959', 'ASW2109', 'NY', 'PAS', '12/20/2016', '68', '4DSD', 'TOYOT', '68-Not Pkg. Comp. w Psted Sign']\n",
      "['8066506089', '12047JY', 'NY', 'COM', '7/1/2016', '69', 'VAN', 'CHEVR', '69-Failure to Disp Muni Recpt']\n",
      "['8483275156', '57309ME', 'NY', 'COM', '6/7/2017', '69', 'PICK', 'DODGE', '69-Failure to Disp Muni Recpt']\n",
      "['8481256500', '21530JX', 'NY', 'COM', '1/30/2017', '69', 'VAN', 'FORD', '69-Failure to Disp Muni Recpt']\n",
      "['8513914599', '65572JU', 'NY', 'COM', '6/9/2017', '69', 'VAN', 'FORD', '69-Failure to Disp Muni Recpt']\n",
      "['8479417420', 'AT459E', 'NJ', 'PAS', '4/13/2017', '69', 'DELV', 'FRUEH', '69-Failure to Disp Muni Recpt']\n",
      "['8479216670', 'D705HT', 'TN', 'PAS', '4/11/2017', '69', 'DELV', 'FRUEH', '69-Failure to Disp Muni Recpt']\n",
      "['8471301842', 'XZ223J', 'NJ', 'PAS', '8/30/2016', '69', 'DELV', 'FRUEH', '69-Failure to Disp Muni Recpt']\n",
      "['7268771216', '63383JT', 'NY', 'COM', '7/27/2016', '69', 'VAN', 'GMC', '69-Failure to Disp Muni Recpt']\n",
      "['8476768746', '91599ME', 'NY', 'COM', '4/13/2017', '69', 'REFG', 'HIN', '69-Failure to Disp Muni Recpt']\n",
      "['7868300310', '37033JV', 'NY', 'COM', '11/21/2016', '69', 'DELV', 'INTER', '69-Failure to Disp Muni Recpt']\n",
      "['8077552250', 'AS299T', 'NJ', 'PAS', '10/14/2016', '69', 'DELV', 'INTER', '69-Failure to Disp Muni Recpt']\n",
      "['8116524124', 'XDYD73', 'NJ', 'PAS', '10/6/2016', '69', 'DELV', 'ISUZU', '69-Failure to Disp Muni Recpt']\n",
      "['7393476988', 'GGR9506', 'NY', 'PAS', '7/20/2016', '70', '4DSD', 'AUDI', '70A-Reg. Sticker Expired (NYS)']\n",
      "['8527214490', 'GWG7018', 'NY', 'PAS', '5/16/2017', '70', 'SUBN', 'BMW', '70A-Reg. Sticker Expired (NYS)']\n",
      "['7077031019', 'GNV8363', 'NY', 'PAS', '9/7/2016', '70', 'SUBN', 'CADIL', '70A-Reg. Sticker Expired (NYS)']\n",
      "['8522772708', 'GWH8469', 'NY', 'PAS', '4/20/2017', '70', 'SUBN', 'CHRYS', '70A-Reg. Sticker Expired (NYS)']\n",
      "['8535702763', 'GTE6420', 'NY', 'PAS', '3/24/2017', '70', 'SUBN', 'FORD', '70A-Reg. Sticker Expired (NYS)']\n",
      "['7705894520', 'GYP6735', 'NY', 'OMS', '10/2/2016', '70', 'SUBN', 'FORD', '70A-Reg. Sticker Expired (NYS)']\n",
      "['8535150079', 'HMC7627', 'NY', 'PAS', '3/8/2017', '70', '4DSD', 'HYUND', '70A-Reg. Sticker Expired (NYS)']\n",
      "['7541990206', 'HGL9860', 'NY', 'PAS', '2/18/2017', '70', 'SUBN', 'JEEP', '70A-Reg. Sticker Expired (NYS)']\n",
      "['7074250855', 'GBV6820', 'NY', 'PAS', '11/5/2016', '70', 'SUBN', 'ME/BE', '70A-Reg. Sticker Expired (NYS)']\n",
      "['8419012245', 'GVM6317', 'NY', 'PAS', '1/27/2017', '70', '4DSD', 'ME/BE', '70A-Reg. Sticker Expired (NYS)']\n",
      "['8552067018', 'ACS8210', 'NY', 'PAS', '6/23/2017', '70', 'SUBN', 'NISSA', '70A-Reg. Sticker Expired (NYS)']\n",
      "['8490111753', 'GVH9098', 'NY', 'PAS', '1/25/2017', '70', '4DSD', 'NISSA', '70A-Reg. Sticker Expired (NYS)']\n",
      "['1423568710', 'GPG1213', 'NY', 'PAS', '3/19/2017', '70', 'SDN', 'SUBAR', '']\n",
      "['8363531900', 'GTC2970', 'NY', 'PAS', '2/8/2017', '70', '4DSD', 'TOYOT', '70A-Reg. Sticker Expired (NYS)']\n",
      "['8282021635', 'FBD7363', 'NY', 'PAS', '9/10/2016', '71', '4DSD', 'ACURA', '71A-Insp Sticker Expired (NYS)']\n",
      "['8551100002', 'HLA6845', 'NY', 'PAS', '4/5/2017', '71', '4DSD', 'BMW', '71-Insp. Sticker Missing (NYS']\n",
      "['8471891440', '42530MG', 'NY', 'COM', '2/28/2017', '71', 'DELV', 'CHEVR', '71A-Insp Sticker Expired (NYS)']\n",
      "['8555150875', 'ETF9022', 'NY', 'PAS', '5/2/2017', '71', 'SUBN', 'CHEVR', '71A-Insp Sticker Expired (NYS)']\n",
      "['8188582906', 'GMT8516', 'NY', 'PAS', '11/1/2016', '71', 'PICK', 'CHEVR', '71A-Insp Sticker Expired (NYS)']\n",
      "['8206527321', 'HCD4100', 'NY', 'PAS', '11/1/2016', '71', 'SUBN', 'CHEVR', '71A-Insp Sticker Expired (NYS)']\n",
      "['8519013259', 'HNY7165', 'NY', 'PAS', '5/16/2017', '71', 'SUBN', 'CHEVR', '71-Insp. Sticker Missing (NYS']\n",
      "['8145014311', 'HJV3061', 'NY', 'PAS', '12/13/2016', '71', 'SUBN', 'CHRYS', '71A-Insp Sticker Expired (NYS)']\n",
      "['8548503257', 'GWB7005', 'NY', 'PAS', '5/1/2017', '71', '4DSD', 'DODGE', '71A-Insp Sticker Expired (NYS)']\n",
      "['8235044468', 'FXX6545', 'NY', 'PAS', '10/19/2016', '71', 'SUBN', 'FORD', '71A-Insp Sticker Expired (NYS)']\n",
      "['7491184224', 'GAM6902', 'NY', 'PAS', '4/7/2017', '71', 'SUBN', 'FORD', '71A-Insp Sticker Expired (NYS)']\n",
      "['8559052999', 'GMR3386', 'NY', 'PAS', '5/13/2017', '71', 'SUBN', 'FORD', '71A-Insp Sticker Expired (NYS)']\n",
      "['8514728416', 'GYP8889', 'NY', 'PAS', '5/28/2017', '71', 'SUBN', 'FORD', '71A-Insp Sticker Expired (NYS)']\n",
      "['7162362357', 'GCE5560', 'NY', 'PAS', '8/5/2016', '71', '2DSD', 'HONDA', '71A-Insp Sticker Expired (NYS)']\n",
      "['8486910511', 'GXC5916', 'NY', 'PAS', '2/13/2017', '71', '4DSD', 'HONDA', '71A-Insp Sticker Expired (NYS)']\n",
      "['7959802142', 'HAE6612', 'NY', 'PAS', '11/22/2016', '71', '4DSD', 'HONDA', '71A-Insp Sticker Expired (NYS)']\n",
      "['8474512311', 'HLA6246', 'NY', 'PAS', '12/15/2016', '71', '4DSD', 'HONDA', '71-Insp. Sticker Missing (NYS']\n",
      "['1405823926', 'GDV1998', 'NY', 'PAS', '5/1/2017', '71', 'SUBN', 'HYUND', '']\n",
      "['8467031128', 'R9D509', 'NY', 'PAS', '12/24/2016', '71', 'SUBN', 'HYUND', '71A-Insp Sticker Expired (NYS)']\n",
      "['8378044166', 'HJV2326', 'NY', 'PAS', '10/18/2016', '71', '4DSD', 'INFIN', '71A-Insp Sticker Expired (NYS)']\n",
      "['8535421774', 'EGZ5296', 'NY', 'PAS', '5/21/2017', '71', 'SUBN', 'JEEP', '71A-Insp Sticker Expired (NYS)']\n",
      "['8263642668', 'HEA6308', 'NY', 'PAS', '2/16/2017', '71', 'SUBN', 'JEEP', '71A-Insp Sticker Expired (NYS)']\n",
      "['7067047705', 'HFF1432', 'NY', 'PAS', '9/23/2016', '71', 'SUBN', 'JEEP', '71A-Insp Sticker Expired (NYS)']\n",
      "['8168032202', 'GZN5776', 'NY', 'PAS', '8/3/2016', '71', '4DSD', 'LEXUS', '71A-Insp Sticker Expired (NYS)']\n",
      "['8507861787', 'HMY3697', 'NY', 'PAS', '4/10/2017', '71', 'SUBN', 'LEXUS', '71A-Insp Sticker Expired (NYS)']\n",
      "['8297047957', 'GUV7315', 'NY', 'PAS', '12/3/2016', '71', '4DSD', 'LINCO', '71A-Insp Sticker Expired (NYS)']\n",
      "['8472853342', 'HJN6543', 'NY', 'PAS', '10/4/2016', '71', '2DSD', 'LINCO', '71A-Insp Sticker Expired (NYS)']\n",
      "['8524860388', 'HGR2303', 'NY', 'PAS', '4/10/2017', '71', 'CONV', 'ME/BE', '71A-Insp Sticker Expired (NYS)']\n",
      "['8561753377', 'GWY8527', 'NY', 'PAS', '5/26/2017', '71', 'SUBN', 'MERCU', '71A-Insp Sticker Expired (NYS)']\n",
      "['8544876754', 'GBE4270', 'NY', 'PAS', '5/24/2017', '71', '4DSD', 'NISSA', '71A-Insp Sticker Expired (NYS)']\n",
      "['7803960030', 'HBU4265', 'NY', 'PAS', '1/7/2017', '71', '4DSD', 'NISSA', '71A-Insp Sticker Expired (NYS)']\n",
      "['7492597289', 'HDF5609', 'NY', 'PAS', '8/19/2016', '71', '4DSD', 'NISSA', '71A-Insp Sticker Expired (NYS)']\n",
      "['8400523477', 'HKT1200', 'NY', 'PAS', '11/28/2016', '71', '4DSD', 'NISSA', '71-Insp. Sticker Missing (NYS']\n",
      "['7646792536', 'T686872C', 'NY', 'OMT', '9/14/2016', '71', '4DSD', 'NISSA', '71A-Insp Sticker Expired (NYS)']\n",
      "['8208026335', 'DHW7141', 'NY', 'PAS', '8/5/2016', '71', '2DSD', 'NS/OT', '71A-Insp Sticker Expired (NYS)']\n",
      "['7959796476', 'GPY8489', 'NY', 'PAS', '10/6/2016', '71', 'SUBN', 'ROVER', '71A-Insp Sticker Expired (NYS)']\n",
      "['8509455028', '34632BB', 'NY', 'OMR', '2/12/2017', '71', 'BUS', 'STAR', '71A-Insp Sticker Expired (NYS)']\n",
      "['8393022400', 'HFP5696', 'NY', 'PAS', '11/16/2016', '71', 'SUBN', 'SUBAR', '71A-Insp Sticker Expired (NYS)']\n",
      "['8525217207', 'HGM9849', 'NY', 'PAS', '5/3/2017', '71', 'SUBN', 'SUBAR', '71A-Insp Sticker Expired (NYS)']\n",
      "['8562558047', 'CWP4893', 'NY', 'PAS', '6/1/2017', '71', 'SUBN', 'TOYOT', '71A-Insp Sticker Expired (NYS)']\n",
      "['8236037095', 'GMR8112', 'NY', 'PAS', '9/17/2016', '71', '2DSD', 'TOYOT', '71A-Insp Sticker Expired (NYS)']\n",
      "['8514463690', 'GMZ9712', 'NY', 'PAS', '3/30/2017', '71', '4DSD', 'TOYOT', '71A-Insp Sticker Expired (NYS)']\n",
      "['8358550790', 'HDY4158', 'NY', 'PAS', '2/18/2017', '71', '4DSD', 'TOYOT', '71A-Insp Sticker Expired (NYS)']\n",
      "['7959486440', 'GYF2052', 'NY', 'PAS', '7/7/2016', '71', '4DSD', 'VOLKS', '71-Insp. Sticker Missing (NYS']\n",
      "['8300538318', 'HFR6545', 'NY', 'PAS', '10/31/2016', '71', '4DSD', 'VOLVO', '71-Insp. Sticker Missing (NYS']\n",
      "['8523013120', 'HPN9774', 'NY', 'PAS', '4/6/2017', '74', '4DSD', 'CHEVR', '74-Missing Display Plate']\n",
      "['7008336767', 'HWL4734', 'PA', 'PAS', '1/14/2017', '74', '4DSD', 'CHEVR', '74A-Improperly Displayed Plate']\n",
      "['8397514636', 'FYW3850', 'NY', 'PAS', '10/22/2016', '74', 'SUBN', 'FORD', '74A-Improperly Displayed Plate']\n",
      "['8528912840', 'HNY5206', 'NY', 'PAS', '4/21/2017', '74', 'SUBN', 'GMC', '74A-Improperly Displayed Plate']\n",
      "['8511501113', 'FBP6836', 'NY', 'PAS', '2/16/2017', '74', 'SUBN', 'HONDA', '74-Missing Display Plate']\n",
      "['8276551890', 'HJR4081', 'NY', 'PAS', '1/7/2017', '74', 'SUBN', 'HONDA', '74A-Improperly Displayed Plate']\n",
      "['8214550531', 'HJY2207', 'NY', 'PAS', '3/9/2017', '74', '4DSD', 'HYUND', '74-Missing Display Plate']\n",
      "['8487469012', '27527ME', 'NY', 'COM', '1/27/2017', '74', 'DELV', 'INTER', '74-Missing Display Plate']\n",
      "['8034780236', 'HCD3158', 'NY', 'PAS', '9/2/2016', '74', 'SUBN', 'KIA', '74A-Improperly Displayed Plate']\n",
      "['8545052455', 'HMK1149', 'NY', 'PAS', '6/7/2017', '74', '4DSD', 'ME/BE', '74-Missing Display Plate']\n",
      "['1411263467', 'BLANKPLATE', '99', '999', '2/13/2017', '74', 'SDN', 'NISSA', '']\n",
      "['8540001550', 'HLA4803', 'NY', 'PAS', '3/23/2017', '74', '4DSD', 'SAAB', '74-Missing Display Plate']\n",
      "['8556155431', 'HFB9919', 'NY', 'PAS', '5/26/2017', '75', '4DSD', 'DODGE', '75-No Match-Plate/Reg. Sticker']\n",
      "['8394016790', '31690BB', 'NY', 'OMR', '9/6/2016', '77', 'BUS', 'AM/T', '77-Parked Bus (exc desig area)']\n",
      "['1419472306', '56090BA', 'NY', 'OMR', '2/20/2017', '77', 'BUS', 'INTER', '']\n",
      "['8363508688', '97256', 'MA', 'APP', '8/13/2016', '77', 'BUS', 'NS/OT', '77-Parked Bus (exc desig area)']\n",
      "['1407740258', '2513JMG', 'NY', 'COM', '1/11/2017', '78', 'DELV', 'FRUEH', '']\n",
      "['8081047670', 'AG84195', 'AZ', 'PAS', '9/1/2016', '78', 'DELV', 'GMC', '78-Nighttime PKG on Res Street']\n",
      "['8357010039', 'ZBK5659', 'PA', 'PAS', '9/16/2016', '78', 'FLAT', 'NS/OT', '78-Nighttime PKG on Res Street']\n",
      "['1408164401', 'GCP8663', 'NY', 'PAS', '9/30/2016', '80', 'SUBN', 'CHEVR', '']\n",
      "['7065087220', '35989MJ', 'NY', 'COM', '8/28/2016', '82', 'VAN', 'CHEVR', '82-Unaltered Commerc Vehicle']\n",
      "['8472028628', '80921MH', 'NY', 'COM', '1/30/2017', '82', 'VAN', 'CHEVR', '82-Unaltered Commerc Vehicle']\n",
      "['8413507250', 'XCGT11', 'NJ', 'PAS', '10/18/2016', '82', 'PICK', 'CHEVR', '82-Unaltered Commerc Vehicle']\n",
      "['8498413898', '2028133', 'IN', 'PAS', '5/24/2017', '84', 'DELV', 'FRUEH', '84-Platform lifts in low posit']\n",
      "['8484405837', '2028134', 'IN', 'PAS', '2/15/2017', '84', 'DELV', 'FRUEH', '84-Platform lifts in low posit']\n",
      "['8040125108', 'AT985A', 'NJ', 'PAS', '8/29/2016', '84', 'DELV', 'FRUEH', '84-Platform lifts in low posit']\n",
      "['8521821979', 'XJX4470', 'PA', 'PAS', '5/18/2017', '84', 'TR/C', 'FRUEH', '84-Platform lifts in low posit']\n",
      "['7662741072', 'XY237D', 'NJ', 'PAS', '8/9/2016', '84', 'DELV', 'HINO', '84-Platform lifts in low posit']\n",
      "['8529157072', '2380604', 'IN', 'PAS', '3/29/2017', '84', 'DELV', 'INTER', '84-Platform lifts in low posit']\n",
      "['8354508808', '21239MG', 'NY', 'COM', '9/9/2016', '84', 'DELV', 'MI/F', '84-Platform lifts in low posit']\n",
      "['1414702700', 'AT785J', 'NJ', 'PAS', '11/27/2016', '85', 'TRAC', 'FRUEH', '']\n",
      "['8466533837', 'XANK50', 'NJ', 'PAS', '4/29/2017', '85', 'DELV', 'HIN', '85-Storage-3 hour Commercial']\n",
      "['8525168063', 'HBN8474', 'NY', 'PAS', '5/30/2017', '91', 'SUBN', 'HONDA', '91-Veh for Sale (Dealer Only)']\n",
      "['1420730010', 'GFW3620', 'NY', 'PAS', '6/10/2017', '98', 'SUBN', 'CHEVR', '']\n",
      "['1414049870', 'EJS4309', 'NY', 'PAS', '8/5/2016', '98', 'SDN', 'NISSA', '']\n",
      "['1420795430', 'HBS5720', 'NY', 'PAS', '4/18/2017', '98', 'SDN', 'NISSA', '']\n"
     ]
    }
   ],
   "source": [
    "def read_data():\n",
    "    with open('nyc_parking_tickets_extract.csv') as f:\n",
    "        return list(csv.reader(f, delimiter=',', quotechar='\"'))\n",
    "\n",
    "for row in read_data():\n",
    "    print(row)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The second method, the one we have used quite a bit, involves yielding each row from the csv reader:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Summons Number', 'Plate ID', 'Registration State', 'Plate Type', 'Issue Date', 'Violation Code', 'Vehicle Body Type', 'Vehicle Make', 'Violation Description']\n",
      "['4006478550', 'VAD7274', 'VA', 'PAS', '10/5/2016', '5', '4D', 'BMW', 'BUS LANE VIOLATION']\n",
      "['4006462396', '22834JK', 'NY', 'COM', '9/30/2016', '5', 'VAN', 'CHEVR', 'BUS LANE VIOLATION']\n",
      "['4007117810', '21791MG', 'NY', 'COM', '4/10/2017', '5', 'VAN', 'DODGE', 'BUS LANE VIOLATION']\n",
      "['4006265037', 'FZX9232', 'NY', 'PAS', '8/23/2016', '5', 'SUBN', 'FORD', 'BUS LANE VIOLATION']\n",
      "['4006535600', 'N203399C', 'NY', 'OMT', '10/19/2016', '5', 'SUBN', 'FORD', 'BUS LANE VIOLATION']\n",
      "['4007156700', '92163MG', 'NY', 'COM', '4/13/2017', '5', 'VAN', 'FRUEH', 'BUS LANE VIOLATION']\n",
      "['4006687989', 'MIQ600', 'SC', 'PAS', '11/21/2016', '5', 'VN', 'HONDA', 'BUS LANE VIOLATION']\n",
      "['4006943052', '2AE3984', 'MD', 'PAS', '2/1/2017', '5', 'SW', 'LINCO', 'BUS LANE VIOLATION']\n",
      "['4007306795', 'HLG4926', 'NY', 'PAS', '5/30/2017', '5', 'SUBN', 'TOYOT', 'BUS LANE VIOLATION']\n",
      "['4007124590', 'T715907C', 'NY', 'OMT', '4/3/2017', '5', 'SUBN', 'TOYOT', 'BUS LANE VIOLATION']\n",
      "['5096061966', 'HRC9475', 'NY', 'PAS', '4/18/2017', '7', 'SUBN', 'CADIL', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094070400', 'DYP8042', 'NY', 'PAS', '10/26/2016', '7', 'SUBN', 'CHEVR', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094906770', 'G30ESY', 'NJ', 'PAS', '1/1/2017', '7', 'WAGO', 'CHRYS', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093319363', 'GGT8868', 'NY', 'PAS', '9/6/2016', '7', 'SUBN', 'CHRYS', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5092638849', '107DDD', 'NY', 'SPO', '7/20/2016', '7', 'SUBN', 'DODGE', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093455337', 'ENQT55', 'FL', 'PAS', '9/12/2016', '7', 'VN', 'DODGE', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094961366', 'GSU4156', 'OH', 'PAS', '1/7/2017', '7', '4S', 'DODGE', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5092906534', 'V84FXV', 'NJ', 'PAS', '8/7/2016', '7', 'WAGO', 'FIR', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093620865', 'AD80228', 'AZ', 'PAS', '9/24/2016', '7', 'TK', 'FORD', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5092733548', 'EVX4041', 'NY', 'PAS', '7/26/2016', '7', 'SUBN', 'FORD', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5095995530', 'EMK5934', 'NY', 'PAS', '4/13/2017', '7', 'VAN', 'GMC', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5092750364', 'DPH8955', 'NY', 'PAS', '7/27/2016', '7', 'SUBN', 'HONDA', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094658001', 'GCF1897', 'NY', 'PAS', '12/10/2016', '7', '4DSD', 'HONDA', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5092833786', 'HCS9434', 'NY', 'PAS', '8/3/2016', '7', 'SUBN', 'HONDA', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5096484040', 'HHS1641', 'NY', 'PAS', '5/17/2017', '7', 'SUBN', 'HONDA', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5095797586', 'KHE1889', 'PA', 'PAS', '3/28/2017', '7', 'SDN', 'HONDA', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5095799807', 'VES2440', 'VA', 'PAS', '3/29/2017', '7', 'VAN', 'HONDA', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093533919', 'CYU4598', 'NY', 'PAS', '9/16/2016', '7', 'SUBN', 'HYUND', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093399735', 'DZGT24', 'FL', 'PAS', '9/4/2016', '7', 'UT', 'HYUND', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094058873', 'GRN3101', 'NY', 'PAS', '10/29/2016', '7', '4DSD', 'HYUND', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094770986', 'T668962C', 'NY', 'OMT', '12/19/2016', '7', '4DSD', 'HYUND', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093895611', 'GVZ1407', 'NY', 'PAS', '10/14/2016', '7', '4DSD', 'JAGUA', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094185792', 'AGM9013', 'NY', 'PAS', '11/4/2016', '7', 'SUBN', 'JEEP', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5092708219', 'F47DZF', 'NJ', 'PAS', '7/24/2016', '7', '4 DR', 'JEEP', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094759954', 'GLB8157', 'NY', 'PAS', '12/19/2016', '7', 'SUBN', 'JEEP', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093891046', 'FJS4033', 'NY', 'PAS', '10/14/2016', '7', '4DSD', 'LEXUS', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093527853', 'GYM9809', 'NY', 'PAS', '9/21/2016', '7', '4DSD', 'LEXUS', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5096683886', 'HCS4873', 'NY', 'PAS', '5/18/2017', '7', '4DSD', 'LEXUS', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5096917368', 'FZD8593', 'NY', 'PAS', '6/13/2017', '7', 'SUBN', 'ME/BE', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094893737', 'GER1584', 'NY', 'PAS', '12/31/2016', '7', '4DSD', 'ME/BE', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5096249300', 'HEM8411', 'NY', 'PAS', '5/1/2017', '7', '4DSD', 'ME/BE', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5096958772', '165TRX', 'CT', 'PAS', '6/16/2017', '7', '4W', 'MERCU', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093703217', 'HFG4313', 'NY', 'PAS', '9/30/2016', '7', '4DSD', 'MITSU', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094670736', 'AXU4790', 'NY', 'PAS', '12/11/2016', '7', '4DSD', 'NISSA', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5094094166', 'CZM4111', 'NY', 'PAS', '10/28/2016', '7', '4DSD', 'TOYOT', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5096723768', 'EDN2797', 'NY', 'PAS', '6/2/2017', '7', '4DSD', 'TOYOT', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5093209120', 'FZT5005', 'NY', 'PAS', '8/28/2016', '7', '4DSD', 'TOYOT', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5092469481', 'GZH7067', 'NY', 'PAS', '7/10/2016', '7', 'SUBN', 'TOYOT', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5092451658', 'GZH7067', 'NY', 'PAS', '7/8/2016', '7', 'SUBN', 'TOYOT', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['5095356545', 'GZM8254', 'NY', 'OMS', '2/18/2017', '7', 'SUBN', 'TOYOT', 'FAILURE TO STOP AT RED LIGHT']\n",
      "['8410006650', 'D53AUUN', 'NJ', 'PAS', '10/21/2016', '9', '4DSD', 'LEXUS', '09-Blocking the Box']\n",
      "['8534116519', 'CES6482', 'NY', 'PAS', '6/12/2017', '9', 'SUBN', 'TOYOT', '09-Blocking the Box']\n",
      "['8485674984', 'T713160C', 'NY', 'OMT', '6/13/2017', '9', 'SUBN', 'TOYOT', '09-Blocking the Box']\n",
      "['8556557405', '59622JW', 'NY', 'COM', '6/9/2017', '10', 'VAN', 'FORD', '10-No Stopping']\n",
      "['8071038416', 'AM479F', 'NJ', 'PAS', '7/7/2016', '10', 'DELV', 'FRUEH', '10-No Stopping']\n",
      "['8483087236', '76822MH', 'NY', 'COM', '5/19/2017', '10', 'DELV', 'HIN', '10-No Stopping']\n",
      "['8481125088', '55179ME', 'NY', 'COM', '4/10/2017', '10', 'DELV', 'NS/OT', '10-No Stopping']\n",
      "['8506822300', '55106MB', 'NY', 'COM', '5/31/2017', '10', 'VAN', 'WORKH', '10-No Stopping']\n",
      "['8482331425', '86609MB', 'NY', 'COM', '6/18/2017', '13', 'VAN', 'CHEVR', '13-No Stand (taxi stand)']\n",
      "['8028246722', 'T703619C', 'NY', 'OMT', '9/15/2016', '13', 'SUBN', 'CHEVR', '13-No Stand (taxi stand)']\n",
      "['8378547530', 'FWZ8815', 'NY', 'PAS', '1/11/2017', '14', '2DSD', 'ACURA', '14-No Standing']\n",
      "['8489750210', '6DQT356', 'CA', 'PAS', '11/28/2016', '14', '4DSD', 'AUDI', '14-No Standing']\n",
      "['1410726095', 'DEP4792', 'NC', 'PAS', '7/15/2016', '14', '', 'BMW', '']\n",
      "['8421031235', 'GGA4266', 'NY', 'PAS', '10/18/2016', '14', '4DSD', 'BMW', '14-No Standing']\n",
      "['7730553259', 'DLZ8901', 'NY', 'PAS', '9/26/2016', '14', 'SUBN', 'CHEVR', '14-No Standing']\n",
      "['8498520046', 'HKF6916', 'NY', 'PAS', '4/27/2017', '14', 'SUBN', 'CHEVR', '14-No Standing']\n",
      "['8537807813', 'HNF6718', 'NY', 'PAS', '4/21/2017', '14', 'SUBN', 'CHEVR', '14-No Standing']\n",
      "['8083571465', 'KCG9559', 'PA', 'PAS', '12/22/2016', '14', 'SUBN', 'CHEVR', '14-No Standing']\n",
      "['7536689184', 'ZCL5723', 'PA', 'PAS', '1/26/2017', '14', 'VAN', 'CHEVR', '14-No Standing']\n",
      "['8480505680', 'HCT2134', 'NY', 'PAS', '1/18/2017', '14', 'SUBN', 'CHRYS', '14-No Standing']\n",
      "['8481973580', '28693MH', 'NY', 'COM', '6/13/2017', '14', 'VAN', 'DODGE', '14-No Standing']\n",
      "['8460500214', '30408MC', 'NY', 'COM', '8/4/2016', '14', 'PICK', 'DODGE', '14-No Standing']\n",
      "['8482817036', '50501JT', 'NY', 'COM', '4/11/2017', '14', 'VAN', 'DODGE', '14-No Standing']\n",
      "['8117027999', '83317ME', 'NY', 'COM', '9/27/2016', '14', 'VAN', 'DODGE', '14-No Standing']\n",
      "['8488121532', 'FLX2674', 'NY', 'PAS', '4/5/2017', '14', '2DSD', 'DODGE', '14-No Standing']\n",
      "['8543952980', 'FSZ8671', 'NY', 'PAS', '4/21/2017', '14', 'SUBN', 'DODGE', '14-No Standing']\n",
      "['8501806912', 'KGP1166', 'PA', 'PAS', '6/4/2017', '14', 'VAN', 'DODGE', '14-No Standing']\n",
      "['8107542976', '11AH74', 'MA', 'PAS', '1/29/2017', '14', '4DSD', 'FORD', '14-No Standing']\n",
      "['8564650320', '29222MK', 'NY', 'COM', '5/5/2017', '14', 'VAN', 'FORD', '14-No Standing']\n",
      "['8010367576', '30661MA', 'NY', 'COM', '12/22/2016', '14', 'VAN', 'FORD', '14-No Standing']\n",
      "['8505159536', '41795JX', 'NY', 'COM', '3/9/2017', '14', 'VAN', 'FORD', '14-No Standing']\n",
      "['7813887440', '44267JZ', 'NY', 'COM', '8/12/2016', '14', 'VAN', 'FORD', '14-No Standing']\n",
      "['8440509546', '49317JX', 'NY', 'COM', '10/29/2016', '14', 'VAN', 'FORD', '14-No Standing']\n",
      "['1408575656', '6XWZ969', 'CA', 'PAS', '7/6/2016', '14', 'SDN', 'FORD', '']\n",
      "['8516853275', '72100MH', 'NY', 'COM', '4/12/2017', '14', 'VAN', 'FORD', '14-No Standing']\n",
      "['7059924103', '91878MB', 'NY', 'COM', '10/12/2016', '14', 'VAN', 'FORD', '14-No Standing']\n",
      "['8170085561', 'ENM3708', 'NY', 'PAS', '2/10/2017', '14', 'SUBN', 'FORD', '14-No Standing']\n",
      "['8527511113', 'F70GEP', 'NJ', 'PAS', '5/1/2017', '14', 'SUBN', 'FORD', '14-No Standing']\n",
      "['8511453696', 'FSY6987', 'NY', 'PAS', '3/13/2017', '14', 'SUBN', 'FORD', '14-No Standing']\n",
      "['1413745933', 'HCC2829', 'NY', 'PAS', '8/22/2016', '14', 'VAN', 'FORD', '']\n",
      "['8484882226', 'S25DSK', 'NJ', 'PAS', '6/8/2017', '14', 'PICK', 'FORD', '14-No Standing']\n",
      "['8524054499', 'ZRK24R', 'NJ', 'PAS', '3/18/2017', '14', 'SUBN', 'FORD', '14-No Standing']\n",
      "['1423945281', '2240653', 'IN', 'PAS', '5/13/2017', '14', '', 'FRUEH', '']\n",
      "['8577650820', '10632JU', 'NY', 'COM', '6/20/2017', '14', 'UTIL', 'FRUEH', '14-No Standing']\n",
      "['7056662882', '83038ME', 'NY', 'COM', '9/21/2016', '14', 'VAN', 'FRUEH', '14-No Standing']\n",
      "['8324025510', '83146ME', 'NY', 'COM', '10/27/2016', '14', 'VAN', 'FRUEH', '14-No Standing']\n",
      "['8286541110', '85846MD', 'NY', 'COM', '10/25/2016', '14', 'VAN', 'FRUEH', '14-No Standing']\n",
      "['8270548250', '91028MJ', 'NY', 'COM', '12/13/2016', '14', 'DELV', 'FRUEH', '14-No Standing']\n",
      "['8480520395', '99886MC', 'NY', 'COM', '6/19/2017', '14', 'VAN', 'FRUEH', '14-No Standing']\n",
      "['8496410791', 'AP338E', 'NJ', 'PAS', '5/17/2017', '14', 'TRAC', 'FRUEH', '14-No Standing']\n",
      "['8530950458', 'HAY5880', 'NY', 'PAS', '4/8/2017', '14', 'SUBN', 'GMC', '14-No Standing']\n",
      "['8552003569', 'XJ275S', 'NJ', 'PAS', '4/25/2017', '14', 'PICK', 'GMC', '14-No Standing']\n",
      "['8536010903', '25472MG', 'NY', 'COM', '6/16/2017', '14', 'REFG', 'HIN', '14-No Standing']\n",
      "['8508953549', 'XDLS80', 'NJ', 'PAS', '2/1/2017', '14', 'DELV', 'HIN', '14-No Standing']\n",
      "['7191990831', 'AA00234', 'CT', 'PAS', '7/2/2016', '14', 'SUBN', 'HONDA', '14-No Standing']\n",
      "['8519503676', 'FCX7311', 'NY', 'PAS', '3/20/2017', '14', 'SUBN', 'HONDA', '14-No Standing']\n",
      "['1418739704', 'GJK5307', 'NY', 'PAS', '4/9/2017', '14', 'SDN', 'HONDA', '']\n",
      "['7994359840', 'GNG1097', 'TX', 'PAS', '7/15/2016', '14', 'SUBN', 'HONDA', '14-No Standing']\n",
      "['1414856374', 'HLE9929', 'NY', 'PAS', '4/13/2017', '14', 'SUBN', 'HONDA', '']\n",
      "['8474909971', 'S938464', 'IA', 'PAS', '1/9/2017', '14', 'SUBN', 'HONDA', '14-No Standing']\n",
      "['1416903379', 'CRM6911', 'NY', 'PAS', '12/16/2016', '14', 'SDN', 'HYUND', '']\n",
      "['8340512559', 'CZB9676', 'NY', 'PAS', '8/23/2016', '14', '2DSD', 'HYUND', '14-No Standing']\n",
      "['8497566683', '17596JE', 'NY', 'COM', '6/16/2017', '14', 'DELV', 'INTER', '14-No Standing']\n",
      "['8517821075', '32295MA', 'NY', 'COM', '6/27/2017', '14', 'DELV', 'INTER', '14-No Standing']\n",
      "['1418035762', '62935JM', 'NY', 'COM', '1/24/2017', '14', 'DELV', 'INTER', '']\n",
      "['8482055392', '92638JU', 'NY', 'COM', '1/25/2017', '14', 'VAN', 'INTER', '14-No Standing']\n",
      "['8506706490', 'AP166T', 'NJ', 'PAS', '2/20/2017', '14', 'DELV', 'INTER', '14-No Standing']\n",
      "['8473761297', '33049MJ', 'NY', 'COM', '2/1/2017', '14', 'DELV', 'ISUZU', '14-No Standing']\n",
      "['8484877693', 'XBYG52', 'NJ', 'PAS', '5/12/2017', '14', 'VAN', 'ISUZU', '14-No Standing']\n",
      "['8152046917', 'VFW9441', 'VA', 'PAS', '8/14/2016', '14', 'SUBN', 'JEEP', '14-No Standing']\n",
      "['8503265503', '23800TC', 'NY', 'TRC', '3/28/2017', '14', 'TRAC', 'KENWO', '14-No Standing']\n",
      "['8489721312', '49734MA', 'NY', 'COM', '4/4/2017', '14', 'DELV', 'KENWO', '14-No Standing']\n",
      "['8464532088', 'HJR5750', 'NY', 'PAS', '2/3/2017', '14', 'SUBN', 'KIA', '14-No Standing']\n",
      "['8488825948', 'HAU1278', 'NY', 'PAS', '3/31/2017', '14', 'SUBN', 'LEXUS', '14-No Standing']\n",
      "['8559362496', 'HLW7798', 'NY', 'PAS', '6/13/2017', '14', '4DSD', 'LEXUS', '14-No Standing']\n",
      "['8478353860', 'VUE95C', 'NJ', 'PAS', '12/6/2016', '14', '4DSD', 'LEXUS', '14-No Standing']\n",
      "['8518911631', 'ZD53LE', 'NJ', 'PAS', '5/17/2017', '14', 'SUBN', 'LEXUS', '14-No Standing']\n",
      "['1416091415', '75213MH', 'NY', 'COM', '11/28/2016', '14', 'VAN', 'ME/BE', '']\n",
      "['8482374059', 'F96FBF', 'NJ', 'PAS', '4/23/2017', '14', '4DSD', 'ME/BE', '14-No Standing']\n",
      "['8544960947', 'HMX8950', 'NY', 'PAS', '5/27/2017', '14', '4DSD', 'ME/BE', '14-No Standing']\n",
      "['1418609274', '8P82H', 'NY', 'OMT', '12/21/2016', '14', 'TAXI', 'NISSA', '']\n",
      "['1417565895', 'HEB8184', 'NY', 'PAS', '2/11/2017', '14', 'SDN', 'NISSA', '']\n",
      "['8155550278', 'W56GSE', 'NJ', 'PAS', '10/22/2016', '14', '4DSD', 'NISSA', '14-No Standing']\n",
      "['7433187960', '2330830', 'ME', 'PAS', '3/6/2017', '14', 'TRLR', 'NS/OT', '14-No Standing']\n",
      "['7645052715', 'FRZ3573', 'NY', 'PAS', '1/7/2017', '14', 'SUBN', 'NS/OT', '14-No Standing']\n",
      "['7922559173', 'XCYU94', 'NJ', 'PAS', '10/24/2016', '14', 'VAN', 'NS/OT', '14-No Standing']\n",
      "['7767415582', 'XW915N', 'NJ', 'PAS', '3/29/2017', '14', 'DELV', 'NS/OT', '14-No Standing']\n",
      "['8524350581', 'HGR5953', 'NY', 'PAS', '2/27/2017', '14', '4DSD', 'OLDSM', '14-No Standing']\n",
      "['7499844705', 'GGT7948', 'NY', 'PAS', '8/22/2016', '14', 'SUBN', 'SUBAR', '14-No Standing']\n",
      "['7150327266', 'HWE6388', 'PA', 'PAS', '8/5/2016', '14', 'SUBN', 'SUBAR', '14-No Standing']\n",
      "['8537603818', 'ASG8770', 'NY', 'PAS', '3/26/2017', '14', '4DSD', 'TOYOT', '14-No Standing']\n",
      "['8210533952', 'GST8679', 'NY', 'PAS', '11/21/2016', '14', '2DSD', 'TOYOT', '14-No Standing']\n",
      "['8555462198', 'HKT4222', 'NY', 'PAS', '6/12/2017', '14', 'SUBN', 'TOYOT', '14-No Standing']\n",
      "['1404838156', 'R57AAE', 'NJ', 'PAS', '4/29/2017', '14', 'SUBN', 'TOYOT', '']\n",
      "['8527806162', 'T659832C', 'NY', 'OMT', '6/4/2017', '14', '4DSD', 'TOYOT', '14-No Standing']\n",
      "['8513520615', '77026MG', 'NY', 'COM', '5/31/2017', '14', 'TRAC', 'VOLVO', '14-No Standing']\n",
      "['8251031485', 'HJP5565', 'NY', 'PAS', '10/4/2016', '16', '4DSD', 'CHEVR', '16A-No Std (Com Veh) Non-COM']\n",
      "['7813745231', 'GEL1890', 'NY', 'PAS', '9/19/2016', '16', 'SUBN', 'CHRYS', '16A-No Std (Com Veh) Non-COM']\n",
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      "['7251577239', 'EKE9259', 'NY', 'PAS', '12/7/2016', '37', 'SUBN', 'CHEVR', '37-Expired Muni Meter']\n",
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      "['8511286664', '30330MC', 'NY', 'COM', '6/17/2017', '37', 'VAN', 'FORD', '37-Expired Muni Meter']\n",
      "['8424504914', '53185JX', 'NY', 'COM', '8/15/2016', '37', 'VAN', 'FORD', '37-Expired Muni Meter']\n",
      "['8512119433', '76877MJ', 'NY', 'COM', '5/24/2017', '37', 'VAN', 'FORD', '37-Expired Muni Meter']\n",
      "['8513111030', 'GMZ9316', 'NY', 'PAS', '4/26/2017', '37', 'SUBN', 'FORD', '37-Expired Muni Meter']\n",
      "['8095027893', 'GVU9201', 'NY', 'PAS', '8/9/2016', '37', '4DSD', 'FORD', '37-Expired Muni Meter']\n",
      "['7018187588', 'J96GMD', 'NJ', 'PAS', '11/12/2016', '37', 'PICK', 'FORD', '37-Expired Muni Meter']\n",
      "['8519703471', 'Y81GLL', 'NJ', 'PAS', '2/24/2017', '37', 'VAN', 'FORD', '37-Expired Muni Meter']\n",
      "['8519703094', '26684MA', 'NY', 'COM', '2/23/2017', '37', 'VAN', 'FRUEH', '37-Expired Muni Meter']\n",
      "['8081576769', '19662JA', 'NY', 'COM', '12/19/2016', '37', 'VAN', 'GMC', '37-Expired Muni Meter']\n",
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      "['8522218316', 'EFJ1721', 'NY', 'PAS', '5/17/2017', '37', 'SUBN', 'HONDA', '37-Expired Muni Meter']\n",
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      "['7816795701', 'GND8994', 'NY', 'PAS', '11/5/2016', '37', '4DSD', 'HONDA', '37-Expired Muni Meter']\n",
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      "['8467017971', 'EWV3891', 'NY', 'PAS', '10/26/2016', '37', '4DSD', 'INFIN', '37-Expired Muni Meter']\n",
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      "['8528450650', 'CSHV03', 'FL', 'PAS', '2/27/2017', '37', '4DSD', 'LEXUS', '37-Expired Muni Meter']\n",
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      "['8347522157', 'HJY6578', 'NY', 'PAS', '10/4/2016', '37', 'SUBN', 'LINCO', '37-Expired Muni Meter']\n",
      "['8302035312', 'T693044C', 'NY', 'OMT', '11/3/2016', '37', '4DSD', 'LINCO', '37-Expired Muni Meter']\n",
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      "['8489530932', 'JFW6671', 'PA', 'PAS', '4/18/2017', '37', '4DSD', 'PONTI', '37-Expired Muni Meter']\n",
      "['8347510180', 'HAU1658', 'NY', 'PAS', '7/23/2016', '37', 'SUBN', 'SPRI', '37-Expired Muni Meter']\n",
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      "['8478472812', 'EAW3389', 'NY', 'PAS', '3/6/2017', '37', '4DSD', 'TOYOT', '37-Expired Muni Meter']\n",
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      "['8391016900', 'EMM8151', 'NY', 'PAS', '11/2/2016', '37', 'SUBN', 'VOLVO', '37-Expired Muni Meter']\n",
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      "['8303532224', 'HAB4875', 'NY', 'PAS', '2/1/2017', '38', 'SUBN', 'JEEP', '38-Failure to Display Muni Rec']\n",
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      "['8550508081', 'GYK6894', 'NY', 'PAS', '5/22/2017', '38', 'SUBN', 'MERCU', '38-Failure to Display Muni Rec']\n",
      "['8031065469', '20188MB', 'NY', 'COM', '8/3/2016', '38', 'VAN', 'NISSA', '38-Failure to Display Muni Rec']\n",
      "['8451034871', 'ECT9910', 'NY', 'PAS', '3/8/2017', '38', 'SUBN', 'NISSA', '38-Failure to Display Muni Rec']\n",
      "['8558610137', 'FBB5153', 'NY', 'PAS', '6/3/2017', '38', '4DSD', 'NISSA', '38-Failure to Display Muni Rec']\n",
      "['8489508318', 'FGP8657', 'NY', 'PAS', '1/3/2017', '38', 'SUBN', 'NISSA', '38-Failure to Display Muni Rec']\n",
      "['8358539046', 'GDV2141', 'NY', 'PAS', '12/15/2016', '38', '4DSD', 'NISSA', '38-Failure to Display Muni Rec']\n",
      "['7687172486', 'GPV3988', 'NY', 'PAS', '8/5/2016', '38', '4DSD', 'NISSA', '38-Failure to Display Muni Rec']\n",
      "['7536344478', 'HAL6563', 'NY', 'PAS', '10/12/2016', '38', 'SUBN', 'NISSA', '38-Failure to Display Muni Rec']\n",
      "['8566256827', 'HBX4254', 'NY', 'PAS', '6/22/2017', '38', '4DSD', 'NISSA', '38-Failure to Display Muni Rec']\n",
      "['7238386082', 'HDV1381', 'NY', 'PAS', '11/10/2016', '38', '4DSD', 'NISSA', '38-Failure to Display Muni Rec']\n",
      "['7878306229', 'HFX5240', 'NY', 'OMS', '8/26/2016', '38', 'SUBN', 'NISSA', '38-Failure to Display Muni Rec']\n",
      "['7466353927', 'HHT7133', 'NY', 'PAS', '1/9/2017', '38', '4DSD', 'NISSA', '38-Failure to Display Muni Rec']\n",
      "['7034595768', '76TD28', 'NY', 'MOT', '10/26/2016', '38', 'MCY', 'NS/OT', '38-Failure to Display Muni Rec']\n",
      "['8520571347', '848SSCV', 'CT', 'CMB', '6/9/2017', '38', 'SUBN', 'NS/OT', '38-Failure to Display Muni Rec']\n",
      "['8289029433', '85773JX', 'NY', 'COM', '8/20/2016', '38', 'DELV', 'NS/OT', '38-Failure to Display Muni Rec']\n",
      "['8329046527', 'JVN4312', 'PA', 'PAS', '1/13/2017', '38', '4DSD', 'PLYMO', '38-Failure to Display Muni Rec']\n",
      "['7725868070', 'HCM6889', 'NY', 'PAS', '10/28/2016', '38', 'SUBN', 'PORSC', '38-Failure to Display Muni Rec']\n",
      "['8528153757', '917029N', 'NJ', 'PAS', '3/17/2017', '38', '4DSD', 'SCION', '38-Failure to Display Muni Rec']\n",
      "['7034261090', 'DND4427', 'NY', 'PAS', '3/21/2017', '38', '4DSD', 'SUBAR', '38-Failure to Display Muni Rec']\n",
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      "['8476904253', '97036JE', 'NY', 'COM', '1/23/2017', '47', 'VAN', 'GMC', '47-Double PKG-Midtown']\n",
      "['8103547682', '409507', 'IN', 'PAS', '7/21/2016', '47', 'DELV', 'INTER', '47-Double PKG-Midtown']\n",
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      "['8498015157', '69975MJ', 'NY', 'COM', '6/13/2017', '47', 'DELV', 'INTER', '47-Double PKG-Midtown']\n",
      "['7880363683', 'PAL7145', 'MN', 'PAS', '9/26/2016', '47', 'DELV', 'INTER', '47-Double PKG-Midtown']\n",
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      "['8477312801', '73441MG', 'NY', 'COM', '4/1/2017', '47', 'DELV', 'ISUZU', '47-Double PKG-Midtown']\n",
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      "['8478629828', '66623ME', 'NY', 'COM', '6/14/2017', '47', 'REFG', 'MITSU', '47-Double PKG-Midtown']\n",
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      "['8485655590', 'OYA8199', 'NJ', 'PAS', '2/16/2017', '48', 'BUS', 'FORD', '48-Bike Lane']\n",
      "['1420960260', '66604MB', 'NY', 'COM', '5/11/2017', '48', 'VAN', 'GMCQ', '']\n",
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      "['8122530205', '95139JC', 'NY', 'COM', '1/5/2017', '48', 'DELV', 'INTER', '48-Bike Lane']\n",
      "['8254538943', '390HRH', 'OR', 'PAS', '9/2/2016', '50', 'SUBN', 'FORD', '50-Crosswalk']\n",
      "['8518670070', '96170MA', 'NY', 'COM', '6/5/2017', '50', 'VAN', 'FRUEH', '50-Crosswalk']\n",
      "['1410899070', 'GWG5875', 'NY', 'PAS', '11/1/2016', '50', 'SDN', 'HONDA', '']\n",
      "['1413790264', 'JFE0579', 'PA', 'PAS', '9/10/2016', '50', 'SDN', 'HONDA', '']\n",
      "['1414785495', 'FJL6037', 'NY', 'PAS', '8/17/2016', '50', 'SDN', 'HYUND', '']\n",
      "['7809507916', '34719MG', 'NY', 'COM', '12/8/2016', '50', 'DELV', 'INTER', '50-Crosswalk']\n",
      "['7499593060', 'XBYW36', 'NJ', 'PAS', '7/22/2016', '50', 'DELV', 'ISUZU', '50-Crosswalk']\n",
      "['8466021980', 'GSC6098', 'NY', 'PAS', '12/27/2016', '50', '4DSD', 'NISSA', '50-Crosswalk']\n",
      "['8543401689', 'HCP8932', 'NY', 'PAS', '4/18/2017', '50', '4DSD', 'NISSA', '50-Crosswalk']\n",
      "['8162015656', 'GSS803', 'VT', 'PAS', '9/1/2016', '50', '4DSD', 'TOYOT', '50-Crosswalk']\n",
      "['8526919210', 'GZD7447', 'NY', 'PAS', '4/12/2017', '50', '4DSD', 'TOYOT', '50-Crosswalk']\n",
      "['8506053195', '25868MB', 'NY', 'COM', '1/25/2017', '51', 'VAN', 'FORD', '51-Sidewalk']\n",
      "['8520767310', 'GHN6806', 'NY', 'PAS', '5/26/2017', '51', 'SUBN', 'SAAB', '51-Sidewalk']\n",
      "['7079854404', 'T656205C', 'NY', 'OMT', '1/28/2017', '51', '4DSD', 'TOYOT', '51-Sidewalk']\n",
      "['1421055820', 'GAR2279', 'NY', 'PAS', '6/10/2017', '52', 'SDN', 'FORD', '']\n",
      "['7085899554', 'GUZ4334', 'NY', 'PAS', '10/13/2016', '53', 'SUBN', 'ACURA', '53-Safety Zone']\n",
      "['8478553514', 'XCMA58', 'NJ', 'PAS', '12/15/2016', '53', 'DELV', 'HINO', '53-Safety Zone']\n",
      "['8546101425', 'DF932Z', 'NY', 'PAS', '4/10/2017', '53', 'SUBN', 'LEXUS', '53-Safety Zone']\n",
      "['7007488663', 'VFP7291', 'VA', 'PAS', '3/2/2017', '53', '4DSD', 'ME/BE', '53-Safety Zone']\n",
      "['1402409825', '869ZR9', 'MA', '999', '10/15/2016', '53', 'SUBN', 'SATUR', '']\n",
      "['8506603031', '2383103', 'IN', 'PAS', '2/1/2017', '53', 'TRAC', 'VOLVO', '53-Safety Zone']\n",
      "['8480309064', '51771JW', 'NY', 'COM', '1/26/2017', '64', 'VAN', 'INTER', '64-No STD Ex Con/DPL, D/S Dec']\n",
      "['8162054819', 'EW866X', 'NJ', 'PAS', '1/29/2017', '68', '4DSD', 'NISSA', '68-Not Pkg. Comp. w Psted Sign']\n",
      "['8343032536', '4CMH482', 'CA', 'PAS', '10/3/2016', '68', 'SUBN', 'SUBAR', '68-Not Pkg. Comp. w Psted Sign']\n",
      "['8084034959', 'ASW2109', 'NY', 'PAS', '12/20/2016', '68', '4DSD', 'TOYOT', '68-Not Pkg. Comp. w Psted Sign']\n",
      "['8066506089', '12047JY', 'NY', 'COM', '7/1/2016', '69', 'VAN', 'CHEVR', '69-Failure to Disp Muni Recpt']\n",
      "['8483275156', '57309ME', 'NY', 'COM', '6/7/2017', '69', 'PICK', 'DODGE', '69-Failure to Disp Muni Recpt']\n",
      "['8481256500', '21530JX', 'NY', 'COM', '1/30/2017', '69', 'VAN', 'FORD', '69-Failure to Disp Muni Recpt']\n",
      "['8513914599', '65572JU', 'NY', 'COM', '6/9/2017', '69', 'VAN', 'FORD', '69-Failure to Disp Muni Recpt']\n",
      "['8479417420', 'AT459E', 'NJ', 'PAS', '4/13/2017', '69', 'DELV', 'FRUEH', '69-Failure to Disp Muni Recpt']\n",
      "['8479216670', 'D705HT', 'TN', 'PAS', '4/11/2017', '69', 'DELV', 'FRUEH', '69-Failure to Disp Muni Recpt']\n",
      "['8471301842', 'XZ223J', 'NJ', 'PAS', '8/30/2016', '69', 'DELV', 'FRUEH', '69-Failure to Disp Muni Recpt']\n",
      "['7268771216', '63383JT', 'NY', 'COM', '7/27/2016', '69', 'VAN', 'GMC', '69-Failure to Disp Muni Recpt']\n",
      "['8476768746', '91599ME', 'NY', 'COM', '4/13/2017', '69', 'REFG', 'HIN', '69-Failure to Disp Muni Recpt']\n",
      "['7868300310', '37033JV', 'NY', 'COM', '11/21/2016', '69', 'DELV', 'INTER', '69-Failure to Disp Muni Recpt']\n",
      "['8077552250', 'AS299T', 'NJ', 'PAS', '10/14/2016', '69', 'DELV', 'INTER', '69-Failure to Disp Muni Recpt']\n",
      "['8116524124', 'XDYD73', 'NJ', 'PAS', '10/6/2016', '69', 'DELV', 'ISUZU', '69-Failure to Disp Muni Recpt']\n",
      "['7393476988', 'GGR9506', 'NY', 'PAS', '7/20/2016', '70', '4DSD', 'AUDI', '70A-Reg. Sticker Expired (NYS)']\n",
      "['8527214490', 'GWG7018', 'NY', 'PAS', '5/16/2017', '70', 'SUBN', 'BMW', '70A-Reg. Sticker Expired (NYS)']\n",
      "['7077031019', 'GNV8363', 'NY', 'PAS', '9/7/2016', '70', 'SUBN', 'CADIL', '70A-Reg. Sticker Expired (NYS)']\n",
      "['8522772708', 'GWH8469', 'NY', 'PAS', '4/20/2017', '70', 'SUBN', 'CHRYS', '70A-Reg. Sticker Expired (NYS)']\n",
      "['8535702763', 'GTE6420', 'NY', 'PAS', '3/24/2017', '70', 'SUBN', 'FORD', '70A-Reg. Sticker Expired (NYS)']\n",
      "['7705894520', 'GYP6735', 'NY', 'OMS', '10/2/2016', '70', 'SUBN', 'FORD', '70A-Reg. Sticker Expired (NYS)']\n",
      "['8535150079', 'HMC7627', 'NY', 'PAS', '3/8/2017', '70', '4DSD', 'HYUND', '70A-Reg. Sticker Expired (NYS)']\n",
      "['7541990206', 'HGL9860', 'NY', 'PAS', '2/18/2017', '70', 'SUBN', 'JEEP', '70A-Reg. Sticker Expired (NYS)']\n",
      "['7074250855', 'GBV6820', 'NY', 'PAS', '11/5/2016', '70', 'SUBN', 'ME/BE', '70A-Reg. Sticker Expired (NYS)']\n",
      "['8419012245', 'GVM6317', 'NY', 'PAS', '1/27/2017', '70', '4DSD', 'ME/BE', '70A-Reg. Sticker Expired (NYS)']\n",
      "['8552067018', 'ACS8210', 'NY', 'PAS', '6/23/2017', '70', 'SUBN', 'NISSA', '70A-Reg. Sticker Expired (NYS)']\n",
      "['8490111753', 'GVH9098', 'NY', 'PAS', '1/25/2017', '70', '4DSD', 'NISSA', '70A-Reg. Sticker Expired (NYS)']\n",
      "['1423568710', 'GPG1213', 'NY', 'PAS', '3/19/2017', '70', 'SDN', 'SUBAR', '']\n",
      "['8363531900', 'GTC2970', 'NY', 'PAS', '2/8/2017', '70', '4DSD', 'TOYOT', '70A-Reg. Sticker Expired (NYS)']\n",
      "['8282021635', 'FBD7363', 'NY', 'PAS', '9/10/2016', '71', '4DSD', 'ACURA', '71A-Insp Sticker Expired (NYS)']\n",
      "['8551100002', 'HLA6845', 'NY', 'PAS', '4/5/2017', '71', '4DSD', 'BMW', '71-Insp. Sticker Missing (NYS']\n",
      "['8471891440', '42530MG', 'NY', 'COM', '2/28/2017', '71', 'DELV', 'CHEVR', '71A-Insp Sticker Expired (NYS)']\n",
      "['8555150875', 'ETF9022', 'NY', 'PAS', '5/2/2017', '71', 'SUBN', 'CHEVR', '71A-Insp Sticker Expired (NYS)']\n",
      "['8188582906', 'GMT8516', 'NY', 'PAS', '11/1/2016', '71', 'PICK', 'CHEVR', '71A-Insp Sticker Expired (NYS)']\n",
      "['8206527321', 'HCD4100', 'NY', 'PAS', '11/1/2016', '71', 'SUBN', 'CHEVR', '71A-Insp Sticker Expired (NYS)']\n",
      "['8519013259', 'HNY7165', 'NY', 'PAS', '5/16/2017', '71', 'SUBN', 'CHEVR', '71-Insp. Sticker Missing (NYS']\n",
      "['8145014311', 'HJV3061', 'NY', 'PAS', '12/13/2016', '71', 'SUBN', 'CHRYS', '71A-Insp Sticker Expired (NYS)']\n",
      "['8548503257', 'GWB7005', 'NY', 'PAS', '5/1/2017', '71', '4DSD', 'DODGE', '71A-Insp Sticker Expired (NYS)']\n",
      "['8235044468', 'FXX6545', 'NY', 'PAS', '10/19/2016', '71', 'SUBN', 'FORD', '71A-Insp Sticker Expired (NYS)']\n",
      "['7491184224', 'GAM6902', 'NY', 'PAS', '4/7/2017', '71', 'SUBN', 'FORD', '71A-Insp Sticker Expired (NYS)']\n",
      "['8559052999', 'GMR3386', 'NY', 'PAS', '5/13/2017', '71', 'SUBN', 'FORD', '71A-Insp Sticker Expired (NYS)']\n",
      "['8514728416', 'GYP8889', 'NY', 'PAS', '5/28/2017', '71', 'SUBN', 'FORD', '71A-Insp Sticker Expired (NYS)']\n",
      "['7162362357', 'GCE5560', 'NY', 'PAS', '8/5/2016', '71', '2DSD', 'HONDA', '71A-Insp Sticker Expired (NYS)']\n",
      "['8486910511', 'GXC5916', 'NY', 'PAS', '2/13/2017', '71', '4DSD', 'HONDA', '71A-Insp Sticker Expired (NYS)']\n",
      "['7959802142', 'HAE6612', 'NY', 'PAS', '11/22/2016', '71', '4DSD', 'HONDA', '71A-Insp Sticker Expired (NYS)']\n",
      "['8474512311', 'HLA6246', 'NY', 'PAS', '12/15/2016', '71', '4DSD', 'HONDA', '71-Insp. Sticker Missing (NYS']\n",
      "['1405823926', 'GDV1998', 'NY', 'PAS', '5/1/2017', '71', 'SUBN', 'HYUND', '']\n",
      "['8467031128', 'R9D509', 'NY', 'PAS', '12/24/2016', '71', 'SUBN', 'HYUND', '71A-Insp Sticker Expired (NYS)']\n",
      "['8378044166', 'HJV2326', 'NY', 'PAS', '10/18/2016', '71', '4DSD', 'INFIN', '71A-Insp Sticker Expired (NYS)']\n",
      "['8535421774', 'EGZ5296', 'NY', 'PAS', '5/21/2017', '71', 'SUBN', 'JEEP', '71A-Insp Sticker Expired (NYS)']\n",
      "['8263642668', 'HEA6308', 'NY', 'PAS', '2/16/2017', '71', 'SUBN', 'JEEP', '71A-Insp Sticker Expired (NYS)']\n",
      "['7067047705', 'HFF1432', 'NY', 'PAS', '9/23/2016', '71', 'SUBN', 'JEEP', '71A-Insp Sticker Expired (NYS)']\n",
      "['8168032202', 'GZN5776', 'NY', 'PAS', '8/3/2016', '71', '4DSD', 'LEXUS', '71A-Insp Sticker Expired (NYS)']\n",
      "['8507861787', 'HMY3697', 'NY', 'PAS', '4/10/2017', '71', 'SUBN', 'LEXUS', '71A-Insp Sticker Expired (NYS)']\n",
      "['8297047957', 'GUV7315', 'NY', 'PAS', '12/3/2016', '71', '4DSD', 'LINCO', '71A-Insp Sticker Expired (NYS)']\n",
      "['8472853342', 'HJN6543', 'NY', 'PAS', '10/4/2016', '71', '2DSD', 'LINCO', '71A-Insp Sticker Expired (NYS)']\n",
      "['8524860388', 'HGR2303', 'NY', 'PAS', '4/10/2017', '71', 'CONV', 'ME/BE', '71A-Insp Sticker Expired (NYS)']\n",
      "['8561753377', 'GWY8527', 'NY', 'PAS', '5/26/2017', '71', 'SUBN', 'MERCU', '71A-Insp Sticker Expired (NYS)']\n",
      "['8544876754', 'GBE4270', 'NY', 'PAS', '5/24/2017', '71', '4DSD', 'NISSA', '71A-Insp Sticker Expired (NYS)']\n",
      "['7803960030', 'HBU4265', 'NY', 'PAS', '1/7/2017', '71', '4DSD', 'NISSA', '71A-Insp Sticker Expired (NYS)']\n",
      "['7492597289', 'HDF5609', 'NY', 'PAS', '8/19/2016', '71', '4DSD', 'NISSA', '71A-Insp Sticker Expired (NYS)']\n",
      "['8400523477', 'HKT1200', 'NY', 'PAS', '11/28/2016', '71', '4DSD', 'NISSA', '71-Insp. Sticker Missing (NYS']\n",
      "['7646792536', 'T686872C', 'NY', 'OMT', '9/14/2016', '71', '4DSD', 'NISSA', '71A-Insp Sticker Expired (NYS)']\n",
      "['8208026335', 'DHW7141', 'NY', 'PAS', '8/5/2016', '71', '2DSD', 'NS/OT', '71A-Insp Sticker Expired (NYS)']\n",
      "['7959796476', 'GPY8489', 'NY', 'PAS', '10/6/2016', '71', 'SUBN', 'ROVER', '71A-Insp Sticker Expired (NYS)']\n",
      "['8509455028', '34632BB', 'NY', 'OMR', '2/12/2017', '71', 'BUS', 'STAR', '71A-Insp Sticker Expired (NYS)']\n",
      "['8393022400', 'HFP5696', 'NY', 'PAS', '11/16/2016', '71', 'SUBN', 'SUBAR', '71A-Insp Sticker Expired (NYS)']\n",
      "['8525217207', 'HGM9849', 'NY', 'PAS', '5/3/2017', '71', 'SUBN', 'SUBAR', '71A-Insp Sticker Expired (NYS)']\n",
      "['8562558047', 'CWP4893', 'NY', 'PAS', '6/1/2017', '71', 'SUBN', 'TOYOT', '71A-Insp Sticker Expired (NYS)']\n",
      "['8236037095', 'GMR8112', 'NY', 'PAS', '9/17/2016', '71', '2DSD', 'TOYOT', '71A-Insp Sticker Expired (NYS)']\n",
      "['8514463690', 'GMZ9712', 'NY', 'PAS', '3/30/2017', '71', '4DSD', 'TOYOT', '71A-Insp Sticker Expired (NYS)']\n",
      "['8358550790', 'HDY4158', 'NY', 'PAS', '2/18/2017', '71', '4DSD', 'TOYOT', '71A-Insp Sticker Expired (NYS)']\n",
      "['7959486440', 'GYF2052', 'NY', 'PAS', '7/7/2016', '71', '4DSD', 'VOLKS', '71-Insp. Sticker Missing (NYS']\n",
      "['8300538318', 'HFR6545', 'NY', 'PAS', '10/31/2016', '71', '4DSD', 'VOLVO', '71-Insp. Sticker Missing (NYS']\n",
      "['8523013120', 'HPN9774', 'NY', 'PAS', '4/6/2017', '74', '4DSD', 'CHEVR', '74-Missing Display Plate']\n",
      "['7008336767', 'HWL4734', 'PA', 'PAS', '1/14/2017', '74', '4DSD', 'CHEVR', '74A-Improperly Displayed Plate']\n",
      "['8397514636', 'FYW3850', 'NY', 'PAS', '10/22/2016', '74', 'SUBN', 'FORD', '74A-Improperly Displayed Plate']\n",
      "['8528912840', 'HNY5206', 'NY', 'PAS', '4/21/2017', '74', 'SUBN', 'GMC', '74A-Improperly Displayed Plate']\n",
      "['8511501113', 'FBP6836', 'NY', 'PAS', '2/16/2017', '74', 'SUBN', 'HONDA', '74-Missing Display Plate']\n",
      "['8276551890', 'HJR4081', 'NY', 'PAS', '1/7/2017', '74', 'SUBN', 'HONDA', '74A-Improperly Displayed Plate']\n",
      "['8214550531', 'HJY2207', 'NY', 'PAS', '3/9/2017', '74', '4DSD', 'HYUND', '74-Missing Display Plate']\n",
      "['8487469012', '27527ME', 'NY', 'COM', '1/27/2017', '74', 'DELV', 'INTER', '74-Missing Display Plate']\n",
      "['8034780236', 'HCD3158', 'NY', 'PAS', '9/2/2016', '74', 'SUBN', 'KIA', '74A-Improperly Displayed Plate']\n",
      "['8545052455', 'HMK1149', 'NY', 'PAS', '6/7/2017', '74', '4DSD', 'ME/BE', '74-Missing Display Plate']\n",
      "['1411263467', 'BLANKPLATE', '99', '999', '2/13/2017', '74', 'SDN', 'NISSA', '']\n",
      "['8540001550', 'HLA4803', 'NY', 'PAS', '3/23/2017', '74', '4DSD', 'SAAB', '74-Missing Display Plate']\n",
      "['8556155431', 'HFB9919', 'NY', 'PAS', '5/26/2017', '75', '4DSD', 'DODGE', '75-No Match-Plate/Reg. Sticker']\n",
      "['8394016790', '31690BB', 'NY', 'OMR', '9/6/2016', '77', 'BUS', 'AM/T', '77-Parked Bus (exc desig area)']\n",
      "['1419472306', '56090BA', 'NY', 'OMR', '2/20/2017', '77', 'BUS', 'INTER', '']\n",
      "['8363508688', '97256', 'MA', 'APP', '8/13/2016', '77', 'BUS', 'NS/OT', '77-Parked Bus (exc desig area)']\n",
      "['1407740258', '2513JMG', 'NY', 'COM', '1/11/2017', '78', 'DELV', 'FRUEH', '']\n",
      "['8081047670', 'AG84195', 'AZ', 'PAS', '9/1/2016', '78', 'DELV', 'GMC', '78-Nighttime PKG on Res Street']\n",
      "['8357010039', 'ZBK5659', 'PA', 'PAS', '9/16/2016', '78', 'FLAT', 'NS/OT', '78-Nighttime PKG on Res Street']\n",
      "['1408164401', 'GCP8663', 'NY', 'PAS', '9/30/2016', '80', 'SUBN', 'CHEVR', '']\n",
      "['7065087220', '35989MJ', 'NY', 'COM', '8/28/2016', '82', 'VAN', 'CHEVR', '82-Unaltered Commerc Vehicle']\n",
      "['8472028628', '80921MH', 'NY', 'COM', '1/30/2017', '82', 'VAN', 'CHEVR', '82-Unaltered Commerc Vehicle']\n",
      "['8413507250', 'XCGT11', 'NJ', 'PAS', '10/18/2016', '82', 'PICK', 'CHEVR', '82-Unaltered Commerc Vehicle']\n",
      "['8498413898', '2028133', 'IN', 'PAS', '5/24/2017', '84', 'DELV', 'FRUEH', '84-Platform lifts in low posit']\n",
      "['8484405837', '2028134', 'IN', 'PAS', '2/15/2017', '84', 'DELV', 'FRUEH', '84-Platform lifts in low posit']\n",
      "['8040125108', 'AT985A', 'NJ', 'PAS', '8/29/2016', '84', 'DELV', 'FRUEH', '84-Platform lifts in low posit']\n",
      "['8521821979', 'XJX4470', 'PA', 'PAS', '5/18/2017', '84', 'TR/C', 'FRUEH', '84-Platform lifts in low posit']\n",
      "['7662741072', 'XY237D', 'NJ', 'PAS', '8/9/2016', '84', 'DELV', 'HINO', '84-Platform lifts in low posit']\n",
      "['8529157072', '2380604', 'IN', 'PAS', '3/29/2017', '84', 'DELV', 'INTER', '84-Platform lifts in low posit']\n",
      "['8354508808', '21239MG', 'NY', 'COM', '9/9/2016', '84', 'DELV', 'MI/F', '84-Platform lifts in low posit']\n",
      "['1414702700', 'AT785J', 'NJ', 'PAS', '11/27/2016', '85', 'TRAC', 'FRUEH', '']\n",
      "['8466533837', 'XANK50', 'NJ', 'PAS', '4/29/2017', '85', 'DELV', 'HIN', '85-Storage-3 hour Commercial']\n",
      "['8525168063', 'HBN8474', 'NY', 'PAS', '5/30/2017', '91', 'SUBN', 'HONDA', '91-Veh for Sale (Dealer Only)']\n",
      "['1420730010', 'GFW3620', 'NY', 'PAS', '6/10/2017', '98', 'SUBN', 'CHEVR', '']\n",
      "['1414049870', 'EJS4309', 'NY', 'PAS', '8/5/2016', '98', 'SDN', 'NISSA', '']\n",
      "['1420795430', 'HBS5720', 'NY', 'PAS', '4/18/2017', '98', 'SDN', 'NISSA', '']\n"
     ]
    }
   ],
   "source": [
    "def read_data():\n",
    "    with open('nyc_parking_tickets_extract.csv') as f:\n",
    "        yield from csv.reader(f, delimiter=',', quotechar='\"')\n",
    "\n",
    "for row in read_data():\n",
    "    print(row)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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